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Dynamic Measures of Team Adaptation.

Jamie C Gorman1, David A P Grimm2, F Eric Robinson3

  • 1Arizona State University, USA.

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Summary
This summary is machine-generated.

New dynamic measures accurately assess team adaptation in critical care air transport training. These metrics predict performance across scenarios but show context-specific patterns for effective team reorganization.

Keywords:
aeromedical teamscritical care teamsdynamical systemsen route careteam adaptationteam cognitionteam communicationteam coordinationteam dynamicsteam training

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Area of Science:

  • Team cognition theory
  • Human factors in healthcare
  • Simulation-based training

Background:

  • Teams must adapt coordination behaviors in dynamic environments.
  • Objective metrics are needed to measure team adaptive skills.
  • Dynamic measures of team adaptation were developed to address this need.

Purpose of the Study:

  • To validate a measurement framework for real-time team cognition.
  • To assess the validity and context-specificity of dynamic team adaptation measures.
  • To apply these measures in simulation-based training for critical care air transport teams.

Main Methods:

  • Analysis of communication data from critical care air transport team training.
  • Utilized moving window entropy and recurrence-based determinism metrics.
  • Validated measures against objective and subjective team performance metrics across four training scenarios.

Main Results:

  • Validated performance prediction across all scenarios, demonstrating generalizability.
  • Observed significantly more team reorganization during perturbation segments than routine segments.
  • Identified context-specificity, where effective reorganization patterns varied by training scenario.

Conclusions:

  • Communicative reorganization measures offer a valid method for assessing team adaptive competencies.
  • Analytics demonstrate generalizability for performance prediction but are context-specific.
  • Discussed practical deployment in a Team Dynamics Measurement System for training assessment.